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Stochastic Calculus & Brownian Motion in Quant Finance: A Practical Guide to Option Pricing, Volatility Modeling, and Algorithmic Trading
Paperback
Publisher: Independently Published
Published: Oct 4 2025
Pages: 824
Weight: 2.38
Height: 1.63 Width: 6.00 Depth: 9.00
Language: English
This book delivers the mathematical foundations of modern quantitative finance with a direct, applied focus. Built around stochastic calculus and Brownian motion, it shows how continuous-time models underpin option pricing, risk management, and trading strategies used on today's desks.
You'll move from first principles to advanced applications, learning not only the theory but also how to implement it in practice. Each chapter connects core concepts to real trading problems, so the math isn't just abstract, it's actionable.
What You'll Learn
Construction and properties of Wiener processes and Ito integrals
Application of Ito's Lemma in derivatives pricing
Stochastic differential equations (SDEs) and their financial interpretation
How stochastic calculus powers the Black-Scholes model, Greeks, and hedging
Practical approaches to volatility modeling and path-dependent options
Python-based Monte Carlo methods and algorithmic trading applications
Who It's For
Quantitative analysts, traders, and risk managers
Financial engineers and graduate students in finance
Python developers working in quantitative modeling
Professionals seeking a practical, mathematically rigorous guide
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The Infographic Guide to Personal Finance: A Visual Reference for Everything You Need to Know
Lariviere, Elisabeth
Cagan, Michele
Paperback
The 5 Mistakes Every Investor Makes and How to Avoid Them: Getting Investing Right
Mallouk, Peter
Paperback
The Accounting Game: Basic Accounting Fresh from the Lemonade Stand
Orloff, Judith
Mullis, Darrell
Paperback
This Time Is Different: Eight Centuries of Financial Folly
Reinhart, Carmen M.
Rogoff, Kenneth S.
Paperback
Venture Deals: Be Smarter Than Your Lawyer and Venture Capitalist
Mendelson, Jason
Feld, Brad
Hardcover
Engines That Move Markets: Technology Investing from Railroads to the Internet and Beyond
Nairn, Alasdair
Hardcover
Section 1031 Exchanges: How to Swap Till Ya' Drop, Building Family Wealth While Minimizing Taxes
Rogers, Louis J.
Paperback
Security Analysis, Seventh Edition: Principles and Techniques
Graham, Benjamin
Dodd, David
Klarman, Seth A.
Hardcover
The Most Important Thing Illuminated: Uncommon Sense for the Thoughtful Investor
Marks, Howard
Hardcover
Como Gane $2,000,000 En La Bolsa / How I Made $2,000,000 in the Stock Market
Darvas, Nicolas
Paperback
Piense y Hágase Rico.: Nueva Traducción, Basada En La Versión Original 1937.
Hill, Napoleon
Hardcover
Foreclosures Unlocked: Your Key to Success in Real Estate Investing
Shippee, Kevin
Tortoriello, Matthew
Paperback
Masters of the Universe: Winning Strategies of America's Greatest Dealmakers
Kadlec, Daniel J.
Paperback